Tag: Cost Analysis

All the articles with the tag "Cost Analysis".

• COSMOS: Predictable and Cost-Effective Adaptation of LLMs

  Published: 10 May, 2025 |  at  11:05 AM

  

  75.99 🤔

  COSMOS introduces a cost-effective framework to predict performance and cost of LLM adaptation strategies like QLoRA fine-tuning and retrieval-augmented ICL, achieving high accuracy (1.09% MAE) and reducing computational costs by 92.72% across eight diverse benchmarks.